Triple

T16550465
Position Surface form Disambiguated ID Type / Status
Subject Fort Collins–Greeley combined statistical area E402057 entity
Predicate contains P35 FINISHED
Object Johnstown, Colorado
Johnstown, Colorado is a small but growing town in northern Colorado known for its residential communities, proximity to larger Front Range cities, and blend of rural and suburban character.
 E1383866 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Johnstown, Colorado | Statement: [Fort Collins–Greeley combined statistical area, contains, Johnstown, Colorado]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnstown, Colorado
Context triple: [Fort Collins–Greeley combined statistical area, contains, Johnstown, Colorado]
  • A. Firestone, Colorado
    Firestone, Colorado is a small but rapidly growing town in northern Colorado known for its family-friendly suburban communities and proximity to the Denver metropolitan area.
  • B. Holyoke, Colorado
    Holyoke, Colorado is a small agricultural city in northeastern Colorado that serves as the administrative and economic center of Phillips County.
  • C. Buena Vista, Colorado
    Buena Vista, Colorado is a small mountain town in central Colorado known for its access to outdoor recreation, including whitewater rafting on the Arkansas River and hiking in the nearby Collegiate Peaks.
  • D. Norwood, Colorado
    Norwood, Colorado is a small rural town on Wright’s Mesa in southwestern Colorado known for ranching, outdoor recreation, and its proximity to the San Juan Mountains.
  • E. Crowley, Colorado
    Crowley, Colorado is a small statutory town in southeastern Colorado that serves as one of the communities within rural Crowley County.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Johnstown, Colorado
Triple: [Fort Collins–Greeley combined statistical area, contains, Johnstown, Colorado]
Generated description
Johnstown, Colorado is a small but growing town in northern Colorado known for its residential communities, proximity to larger Front Range cities, and blend of rural and suburban character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnstown, Colorado
Target entity description: Johnstown, Colorado is a small but growing town in northern Colorado known for its residential communities, proximity to larger Front Range cities, and blend of rural and suburban character.
  • A. Firestone, Colorado
    Firestone, Colorado is a small but rapidly growing town in northern Colorado known for its family-friendly suburban communities and proximity to the Denver metropolitan area.
  • B. Holyoke, Colorado
    Holyoke, Colorado is a small agricultural city in northeastern Colorado that serves as the administrative and economic center of Phillips County.
  • C. Buena Vista, Colorado
    Buena Vista, Colorado is a small mountain town in central Colorado known for its access to outdoor recreation, including whitewater rafting on the Arkansas River and hiking in the nearby Collegiate Peaks.
  • D. Norwood, Colorado
    Norwood, Colorado is a small rural town on Wright’s Mesa in southwestern Colorado known for ranching, outdoor recreation, and its proximity to the San Juan Mountains.
  • E. Crowley, Colorado
    Crowley, Colorado is a small statutory town in southeastern Colorado that serves as one of the communities within rural Crowley County.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc451dc8190b571d5010f4017f4 completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0757617d188190bca3b093b6230405 completed May 15, 2026, 5:26 p.m.
NEDg Description generation batch_6a07583fc26481908bd2f00c19f3b4cd completed May 15, 2026, 5:30 p.m.
NED2 Entity disambiguation (via description) batch_6a07594a23ac81908807df4605555d3f completed May 15, 2026, 5:35 p.m.
Created at: April 10, 2026, 5:15 a.m.